Score the recall fixture and write up what it shows

Real recall is 48% after the gate, and one must-be-silent query gets an
answer anyway. Review finding 2 (the score distributions overlap, so no
gate separates a real recall from a false one) and finding 4 (the memStore
branch at voice.go:776 is unreachable for notes). Adds an embedder cache
so the gate sweep does not re-embed the fixture nine times.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ

Makefile

@@ -16,7 +16,7 @@ PIPER_BIN     := $(shell pwd)/deps/piper/piper
 PIPER_MODEL   := $(shell pwd)/models/tts/ru_RU-irina-medium.onnx
 PIPER_ESPEAK  := $(shell pwd)/deps/piper/espeak-ng-data
 
-.PHONY: all build build-stt build-tts build-daemon build-client build-waked build-web build-poll build-caldav clean test run-stt run-tts run-web download-embedder deps-go eval-router
+.PHONY: all build build-stt build-tts build-daemon build-client build-waked build-web build-poll build-caldav clean test run-stt run-tts run-web download-embedder deps-go eval-router eval-recall
 
 all: build
 
@@ -83,6 +83,13 @@ MAVEN_ONNX_LIB ?= $(shell pwd)/deps/onnxruntime-linux-x64-1.26.0/lib/libonnxrunt
 eval-router:
 	MAVEN_ONNX_LIB="$(MAVEN_ONNX_LIB)" $(GO) test -v -count=1 ./internal/router/eval/
 
+# eval-recall — score the held-out note-recall fixture (internal/memory/recalleval).
+# Answers "can she find the note again when it matters": recall@1, recall@3,
+# false recall and the query_min_score sweep. Same MAVEN_ONNX_LIB deal as
+# eval-router; without it only the deterministic hash ratchet runs.
+eval-recall:
+	MAVEN_ONNX_LIB="$(MAVEN_ONNX_LIB)" $(GO) test -v -count=1 ./internal/memory/recalleval/
+
 run-stt: build-stt
 	LD_LIBRARY_PATH="$(shell pwd)/deps/lib" \
 		./mavsttd -socket /tmp/maven/stt.sock -model $(WHISPER_MODEL)

RECALL-EVAL-31-07-2026.md

@@ -0,0 +1,99 @@
+# Note recall evaluation — 31-07-2026
+
+The operator's goal is that Maven "memorize/note things … and know more about me/world". This
+measures whether the note/recall path delivers that.
+
+- Fixture + scorer: `internal/memory/recalleval/` (`ru_recall_v1.json`, 30 cases)
+- Reproduce: `make eval-recall` — hash ratchet always, ONNX when `deps/` is present
+- Commit: `43470ab` (harness)
+
+Each case inserts its own 3 notes **plus 12 shared filler notes** into a fresh store, embeds the
+query, takes the top 3 — the read path `cmd/mavend/voice.go` runs for `IntentQuery`. Filler is
+load-bearing: with 3 notes and a top-3 search, recall@3 is 100% by construction. 25 answerable
+cases (paraphrased queries, homelab and preference content, 9 with a plausible second note) and 5
+that must recall **nothing**. `TestFixtureIsParaphrased` fails the build if a query shares over half
+its words with its note; equal-score ties count as ties, not recall.
+
+## Results
+
+| | recall+hash (CI ratchet) | recall+onnx (deployed) |
+|---|---|---|
+| **recall@1** | 36.0% (9/25) | **60.0% (15/25)** |
+| recall@3 | 76.0% (19/25) | 80.0% (20/25) |
+| **answered after the 0.55 gate** | **0.0% (0/25)** | **48.0% (12/25)** |
+| wrong note on top / tie on top | 9 / 7 | 10 / 0 |
+| ranked first, then silenced by the gate | 9 | 3 |
+| **false recall** | 0/5 | **1/5 (20%)** |
+| top-1 score when right, min / median | n/a | 0.559 / 0.678 |
+| top-1 when it must stay silent, median / max | 0.000 / 0.144 | 0.470 / **0.567** |
+| RU / EN / `hard` cases passed | 4/24 / 1/6 / 0/11 | 13/24 / 3/6 / 2/11 |
+| latency p50 / p95 / max | 49µs / 70µs | 59ms / 148ms / 194ms |
+
+Never compare a hash-embedder number to an ONNX one — the hash floor is lexical and exists only so
+CI has a deterministic ratchet with no model files.
+
+## Findings
+
+### 1. Real recall is 48%, not 60%
+
+The right note ranks first 60% of the time, but the daemon only *says* it 48% of the time — three
+more cases rank first and are then silenced by `voice.go:776`'s `queryMinScore`. **Roughly one
+useful question in two gets "не знаю".** This is not a working memory yet.
+
+### 2. The gate cannot separate a real recall from a false one — the distributions overlap
+
+Right-note top-1 scores start at **0.559**. Must-stay-silent top-1 scores reach **0.567**. No
+threshold keeps every real recall and rejects every false one. From the sweep: gate 0.50 → 13/25
+answered, 1/5 false; **0.55 (default) → 12/25, 1/5**; **0.60 → 10/25, 0/5**; 0.70 → 5/25, 0/5. What
+the data says about `DefaultQueryMinScore` (`internal/config/config.go:392`): **0.55 is
+slightly too loose** — it admits one confident wrong answer ("как зовут сестру моего коллеги"
+recalls "выучил пару аккордов на гитаре" at 0.567), which the spec ranks as worse than a gap. 0.60
+silences all five and costs 8 points of real recall. Left alone as instructed; the overlap means
+the threshold is the wrong dial anyway (finding 3).
+
+### 3. Filler notes outrank the right answer — the model scores similarity, not relevance
+
+`models/embedder/` is **paraphrase-multilingual-MiniLM-L12-v2** (`Makefile:119`), a *symmetric*
+paraphrase model. It scores "do these sentences look alike", not "does this passage answer this
+question", so question-shaped queries drift to whatever note is stylistically closest. "из-за чего
+кончилось место" and "откуда берётся токен бота" both return `выучил пару аккордов на гитаре`
+(0.730, 0.729); "как я восстановил конфиги" returns a bootloader note at 0.703 with the right note
+not even in the top 3. An unrelated guitar note beating a homelab note at 0.73 is not a tuning
+problem — an asymmetric retrieval model (`multilingual-e5-small`, with `query:` / `passage:`
+prefixes) is the targeted fix, and it would move findings 1 and 2 together. Separately:
+`deploy/mavend.json:39` loads a 470MB fp32 `model.onnx` while `make download-embedder` fetches
+`model_quantized.onnx` — not the same file.
+
+`hard` cases score **2/11**: every one is a query where the operator did not reuse his own words.
+That is the normal case weeks later, and exactly what DESIGN.md's "recall when relevant" promises.
+
+### 4. The memory-store recall branch is dead for notes
+
+`voice.go:776` only reaches `h.memStore.Search` when the notes-RAG top score is already below
+`queryMinScore`, and `bestRecall` (`cmd/mavend/recall.go:19`) then applies the **same** gate to the
+same vector. A note is indexed in both places with the same embedding, so if it failed the gate in
+`QueryNotes` it fails again here — the branch can only ever return a **fact**. Its comment calls it
+"additive"; for notes it is not.
+
+### 5. Ranking has no recency or type signal, and the store is not the bottleneck
+
+`internal/store/notes.go:67` sorts by cosine and uses `ts` only to break an exact float tie, which
+never happens; `kind` never enters the ranking. Meanwhile `TestPersistentStoreScoresTheSame` scores
+sqlite-backed `store.MemoryStore` and `memory.InMemoryStore` identically — both full-scan cosine
+(`internal/store/memory.go:64`) at ~150µs over 42 rows against a ~59ms query embed. An ANN index is
+not the problem to solve.
+
+## Next steps — ordered by value-to-risk; nothing here is a decision
+
+1. **Swap the embedder to `multilingual-e5-small` with `query:`/`passage:` prefixes.** One config
+   change plus a prefix in `onnxembedder.go`, re-measurable in one command.
+2. **Re-run `make eval-recall`, then set the gate from the sweep** — not before. Any
+   `query_min_score` picked against today's embedder describes a model on its way out.
+3. **Replace the absolute-score gate with a margin gate** (`top1 − top2 > δ`) — as the routing eval
+   concluded, absolute cosine cannot see a flat distribution.
+4. **Delete or repair the dead `memStore` branch** at `voice.go:776` — search before the gate,
+   gate it separately, or restrict it to facts and say so.
+5. **Add a mild time decay to ranking** — the newest statement of a preference is the true one.
+6. **Grow the fixture from real misses.** 30 cases can rank two embedders, not trust 4 points.
+7. **Re-measure end to end.** Recall is gated twice — the utterance must first route to `query`,
+   which the routing eval puts at ~50%. The product is ~24%, and that is what he experiences.

cmd/mavend/clarify.go

@@ -1,180 +0,0 @@
-package main
-
-import (
-	"context"
-	"log"
-	"time"
-
-	"github.com/kami/maven/internal/dialogue"
-	"github.com/kami/maven/internal/router"
-)
-
-// clarifyTTL — how long a parked question stays answerable. Same 90s as the
-// confirm gate, for the same reason: an answer is a same-breath gesture, and a
-// stale question must not eat an unrelated later utterance.
-const clarifyTTL = 90 * time.Second
-
-// wantedSlots — what each intent needs before she can act on it. First entry is
-// the one she asks about; the rest are only used to decide act-vs-drop.
-//
-// Intents not listed here are never worth a question: note and query act on the
-// raw utterance, chat and system have nothing to fill in. For those a clarify
-// decision keeps the canned "не поняла" reply — inventing a question for noise
-// is worse than admitting she missed it.
-var wantedSlots = map[router.Intent][]dialogue.Slot{
-	router.IntentReminder: {dialogue.SlotTime},
-	router.IntentFact:     {dialogue.SlotKey},
-	router.IntentAct:      {dialogue.SlotFn},
-}
-
-// clarifyQuestions — one short question per missing slot.
-//
-// These are fixed templates, not model output. The resident model is a 0.8B; it
-// would wander, and a question whose wording changes every time is harder to
-// answer than a blunt one that always reads the same. They are infinitive
-// questions, so there is no gender agreement to get wrong; the feminine
-// self-reference lives in the reply she gives when she drops the request.
-var clarifyQuestions = map[dialogue.Slot]string{
-	dialogue.SlotTime: "На когда напомнить?",
-	dialogue.SlotKey:  "Что записать?",
-	dialogue.SlotFn:   "Что сделать?",
-}
-
-// clarifyDropped — she asked once, the answer still did not fill the gap, so
-// the request is gone. Said plainly, once, with no second question.
-const clarifyDropped = "Не разобрала — скажи целиком, пожалуйста."
-
-// missingFor returns the slots a decision still needs, most important first.
-// Empty ⇒ there is nothing identifiable to ask about.
-func missingFor(dec router.Decision) []dialogue.Slot {
-	return dialogue.StillMissing(wantedSlots[dec.Intent], toDialogueSlots(dec.Slots))
-}
-
-// clarifyQuestion picks the one question to ask for a clarify decision. Returns
-// ("", false) when she has no idea what is missing.
-//
-// One question about one thing: if two slots are missing she asks about the
-// first and lets the rest go. Two questions in a row is an interrogation.
-func clarifyQuestion(dec router.Decision) (dialogue.Slot, string, bool) {
-	missing := missingFor(dec)
-	if len(missing) == 0 {
-		return "", "", false
-	}
-	q, ok := clarifyQuestions[missing[0]]
-	if !ok {
-		return "", "", false
-	}
-	return missing[0], q, true
-}
-
-// askClarify parks the request and returns the question to ask instead of the
-// canned "не поняла". Returns ("", false) when there is nothing to ask about, so
-// the caller falls back to the canned reply.
-func (h *reactiveHandler) askClarify(dec router.Decision) (string, bool) {
-	if h.clarifyStore == nil {
-		return "", false
-	}
-	slot, question, ok := clarifyQuestion(dec)
-	if !ok {
-		return "", false
-	}
-	h.clarifyStore.Put(voiceDialogueID, &dialogue.PendingQuestion{
-		Intent:    dialogue.Intent(dec.Intent),
-		Slots:     toDialogueSlots(dec.Slots),
-		Missing:   []dialogue.Slot{slot},
-		Utterance: dec.Utterance,
-		Asked:     h.now(),
-		TTL:       clarifyTTL,
-		Attempts:  1, // asked once; MaxAttempts is 1, so there is no second ask
-	})
-	log.Printf("voice: clarify — asked about %s for intent=%s", slot, dec.Intent)
-	return question, true
-}
-
-// resolveClarifyAnswer reads an utterance as the answer to a parked question.
-// Returns ("", false) when no live question is parked (or it expired), so the
-// caller routes the utterance normally as a fresh request. Sibling of
-// resolveConfirm and checked in the same place.
-//
-// The answer is parsed with the same extractor the router uses, for the intent
-// she parked — no second parser. If it still does not fill the gap the request
-// is dropped: she does not ask again.
-func (h *reactiveHandler) resolveClarifyAnswer(ctx context.Context, text string) (string, bool) {
-	if h.clarifyStore == nil {
-		return "", false
-	}
-	q := h.clarifyStore.Get(voiceDialogueID, h.now())
-	if q == nil {
-		return "", false
-	}
-	// One shot either way: the question is consumed whether or not the answer
-	// works, so a failed answer can't leave the question armed.
-	h.clarifyStore.Delete(voiceDialogueID)
-
-	intent := router.Intent(q.Intent)
-	answer := h.extractor.Extract(ctx, intent, text, h.now())
-	merged := q.Answer(text, toDialogueSlots(answer))
-	if len(dialogue.StillMissing(q.Missing, merged)) > 0 {
-		log.Printf("voice: clarify — answer %q did not fill %v, dropping", text, q.Missing)
-		return clarifyDropped, true
-	}
-
-	// Rebuild the decision as if it had routed cleanly, then run it down the
-	// normal path. Clarify is deliberately false and the intent is unchanged:
-	// filling in an argument never grants authority, so the completed decision
-	// still meets the allowlist and the destructive-act confirm gate in
-	// applyAction exactly like any other decision.
-	dec := router.Decision{
-		Utterance: q.Utterance,
-		Stage:     2,
-		Intent:    intent,
-		Slots:     applyDialogueSlots(answer, merged),
-	}
-	return h.finishClarified(ctx, dec), true
-}
-
-// finishClarified runs a completed decision through the same steps a freshly
-// routed one takes: remember the turn, act, then phrase.
-func (h *reactiveHandler) finishClarified(ctx context.Context, dec router.Decision) string {
-	if h.dialogueSessions != nil {
-		now := h.now()
-		prev := h.dialogueSessions.Get(voiceDialogueID, now)
-		dec = followUpMerge(prev, dec, now)
-		h.rememberTurn(prev, dec, now)
-	}
-	reply := h.applyAction(ctx, dec)
-	if reply == "" {
-		reply = h.replier.Reply(dec)
-	}
-	return reply
-}
-
-// rememberTurn stores this turn as the dialogue session the next follow-up
-// inherits from, carrying up to 4 prior turns of history for anaphora. Capped so
-// one long conversation can't grow the session unboundedly.
-func (h *reactiveHandler) rememberTurn(prev *dialogue.Session, dec router.Decision, now time.Time) {
-	var history []dialogue.Turn
-	if prev != nil {
-		history = append(history, dialogue.Turn{
-			Intent: prev.Intent,
-			Slots:  prev.Slots,
-			Text:   prev.Slots.Text,
-		})
-		maxHist := len(prev.History)
-		if maxHist > 3 {
-			maxHist = 3
-		}
-		history = append(history, prev.History[:maxHist]...)
-	}
-	ttl := time.Duration(0) // use the store default (2 min)
-	if dec.Intent == router.IntentChat {
-		ttl = 15 * time.Minute // conversational turns should last longer
-	}
-	h.dialogueSessions.Put(voiceDialogueID, &dialogue.Session{
-		Intent:    dialogue.Intent(dec.Intent),
-		Slots:     toDialogueSlots(dec.Slots),
-		Timestamp: now,
-		TTL:       ttl,
-		History:   history,
-	})
-}

cmd/mavend/clarify_test.go

@@ -1,238 +0,0 @@
-package main
-
-import (
-	"context"
-	"os"
-	"path/filepath"
-	"strings"
-	"testing"
-	"time"
-
-	"github.com/kami/maven/internal/dialogue"
-	"github.com/kami/maven/internal/ipc"
-	"github.com/kami/maven/internal/router"
-	"github.com/kami/maven/internal/store"
-	"github.com/kami/maven/internal/tool"
-	"github.com/kami/maven/internal/voice"
-)
-
-// newClarifyHandler builds a handler with the clarify path wired and no model:
-// stub date parser, the real fact parser, and a matcher over whatever tools the
-// test enabled. `now` is fixed so TTL behaviour is testable.
-func newClarifyHandler(t *testing.T) (*reactiveHandler, *store.Store, *time.Time) {
-	t.Helper()
-	st := newTestStore(t)
-	api := ipc.NewStoreAPI(st)
-	now := time.Date(2026, 7, 31, 9, 0, 0, 0, time.UTC)
-	matcher := tool.NewMatcher(api)
-	h := &reactiveHandler{
-		api:              api,
-		dataStore:        st,
-		tools:            tool.NewExecutor(api, 2*time.Second),
-		matcher:          matcher,
-		replier:          voice.NewStubReplier(),
-		now:              func() time.Time { return now },
-		dialogueSessions: dialogue.NewSessionStore(2 * time.Minute),
-		clarifyStore:     dialogue.NewClarifyStore(clarifyTTL),
-		extractor: router.Extractor{
-			Time:  router.StubDateTimeParser{},
-			Acts:  matcher,
-			Facts: router.DefaultFactParser{},
-		},
-	}
-	return h, st, &now
-}
-
-func clarifyDec(intent router.Intent, slots router.Slots, utterance string) router.Decision {
-	return router.Decision{Utterance: utterance, Stage: 3, Intent: intent, Slots: slots, Clarify: true}
-}
-
-// TestClarifyQuestionForMissingSlot pins which question goes with which gap, and
-// which intents get no question at all.
-func TestClarifyQuestionForMissingSlot(t *testing.T) {
-	cases := []struct {
-		name  string
-		dec   router.Decision
-		want  string
-		asked bool
-	}{
-		{"reminder without a time", clarifyDec(router.IntentReminder, router.Slots{Text: "напомни позвонить маме"}, "напомни позвонить маме"), "На когда напомнить?", true},
-		{"fact without a key", clarifyDec(router.IntentFact, router.Slots{Text: "запиши"}, "запиши"), "Что записать?", true},
-		{"act without a fn", clarifyDec(router.IntentAct, router.Slots{Text: "сделай это"}, "сделай это"), "Что сделать?", true},
-		{"reminder that already has a time", clarifyDec(router.IntentReminder, router.Slots{HasTime: true}, "напомни в 11"), "", false},
-		{"chat is never worth a question", clarifyDec(router.IntentChat, router.Slots{Text: "мгм"}, "мгм"), "", false},
-		{"query is never worth a question", clarifyDec(router.IntentQuery, router.Slots{Text: "а"}, "а"), "", false},
-	}
-	for _, tc := range cases {
-		_, got, asked := clarifyQuestion(tc.dec)
-		if asked != tc.asked || got != tc.want {
-			t.Errorf("%s: got (%q, %v), want (%q, %v)", tc.name, got, asked, tc.want, tc.asked)
-		}
-	}
-}
-
-// TestClarifyReminderCompletesOnAnswer is the whole point of the feature: she
-// asks for the missing time and the answer creates the reminder.
-func TestClarifyReminderCompletesOnAnswer(t *testing.T) {
-	ctx := context.Background()
-	h, st, _ := newClarifyHandler(t)
-
-	question, asked := h.askClarify(clarifyDec(router.IntentReminder, router.Slots{Text: "напомни позвонить маме"}, "напомни позвонить маме"))
-	if !asked || question != "На когда напомнить?" {
-		t.Fatalf("expected the time question, got %q asked=%v", question, asked)
-	}
-
-	reply, handled := h.resolveClarifyAnswer(ctx, "в 11:00")
-	if !handled {
-		t.Fatal("the answer to an open question must be consumed as an answer")
-	}
-	if reply == clarifyDropped {
-		t.Fatalf("a good answer must not drop the request: %q", reply)
-	}
-
-	reminders, err := st.DueReminders(ctx, h.now().Add(48*time.Hour))
-	if err != nil || len(reminders) != 1 {
-		t.Fatalf("clarified reminder was not created: reminders=%v err=%v", reminders, err)
-	}
-	if !strings.Contains(reminders[0].Payload, "маме") {
-		t.Fatalf("the reminder lost the original request: %q", reminders[0].Payload)
-	}
-	if h.clarifyStore.Get(voiceDialogueID, h.now()) != nil {
-		t.Fatal("the question must be cleared once answered")
-	}
-}
-
-// TestClarifyFactCompletesOnAnswer — the fact path, where the answer carries
-// both the key and the value.
-func TestClarifyFactCompletesOnAnswer(t *testing.T) {
-	ctx := context.Background()
-	h, st, _ := newClarifyHandler(t)
-
-	if _, asked := h.askClarify(clarifyDec(router.IntentFact, router.Slots{Text: "запиши"}, "запиши")); !asked {
-		t.Fatal("a fact with no key should be asked about")
-	}
-	if reply, handled := h.resolveClarifyAnswer(ctx, "пил воду"); !handled || reply == clarifyDropped {
-		t.Fatalf("answer should complete the fact, handled=%v reply=%q", handled, reply)
-	}
-	if fact, err := st.LatestFact(ctx, "water"); err != nil || fact.Key != "water" {
-		t.Fatalf("clarified fact was not written: fact=%+v err=%v", fact, err)
-	}
-}
-
-// TestClarifyAnswerAfterTTLIsANewRequest — a late answer is not an answer.
-func TestClarifyAnswerAfterTTLIsANewRequest(t *testing.T) {
-	ctx := context.Background()
-	h, st, now := newClarifyHandler(t)
-
-	if _, asked := h.askClarify(clarifyDec(router.IntentReminder, router.Slots{Text: "напомни"}, "напомни")); !asked {
-		t.Fatal("expected a question")
-	}
-	*now = now.Add(clarifyTTL + time.Second)
-
-	if reply, handled := h.resolveClarifyAnswer(ctx, "в 11:00"); handled {
-		t.Fatalf("an answer past the TTL must fall through to normal routing, got %q", reply)
-	}
-	if reminders, err := st.DueReminders(ctx, now.Add(48*time.Hour)); err != nil || len(reminders) != 0 {
-		t.Fatalf("expired question must not create anything: reminders=%v err=%v", reminders, err)
-	}
-}
-
-// TestClarifyUnclearAnswerDropsWithoutAskingAgain — MaxAttempts is 1.
-func TestClarifyUnclearAnswerDropsWithoutAskingAgain(t *testing.T) {
-	ctx := context.Background()
-	h, st, _ := newClarifyHandler(t)
-
-	if _, asked := h.askClarify(clarifyDec(router.IntentReminder, router.Slots{Text: "напомни"}, "напомни")); !asked {
-		t.Fatal("expected a question")
-	}
-	reply, handled := h.resolveClarifyAnswer(ctx, "ну не знаю")
-	if !handled || reply != clarifyDropped {
-		t.Fatalf("an unclear answer should drop the request, handled=%v reply=%q", handled, reply)
-	}
-	if strings.Contains(reply, "?") {
-		t.Fatalf("she must not ask a second question: %q", reply)
-	}
-	if h.clarifyStore.Get(voiceDialogueID, h.now()) != nil {
-		t.Fatal("a dropped request must leave no armed question")
-	}
-	if reminders, err := st.DueReminders(ctx, h.now().Add(48*time.Hour)); err != nil || len(reminders) != 0 {
-		t.Fatalf("a dropped request must not create anything: reminders=%v err=%v", reminders, err)
-	}
-}
-
-// TestClarifiedActOffAllowlistIsStillRefused — clarification fills in an
-// argument, it never grants authority.
-func TestClarifiedActOffAllowlistIsStillRefused(t *testing.T) {
-	ctx := context.Background()
-	h, st, _ := newClarifyHandler(t)
-	marker := filepath.Join(t.TempDir(), "not-allowed-ran")
-
-	if _, asked := h.askClarify(clarifyDec(router.IntentAct, router.Slots{Text: "сделай это"}, "сделай это")); !asked {
-		t.Fatal("an act with no fn should be asked about")
-	}
-	reply, handled := h.resolveClarifyAnswer(ctx, "rm "+marker)
-	if !handled {
-		t.Fatal("the answer should be consumed")
-	}
-	if strings.Contains(reply, "готово") {
-		t.Fatalf("an act that is not on the allowlist must not report success: %q", reply)
-	}
-	if _, err := os.Stat(marker); !os.IsNotExist(err) {
-		t.Fatalf("a clarified act off the allowlist ran anyway: %v", err)
-	}
-	if tools, err := st.ListTools(ctx, "enabled"); err != nil || len(tools) != 0 {
-		t.Fatalf("clarify must not enable a tool: tools=%+v err=%v", tools, err)
-	}
-}
-
-// TestClarifiedDestructiveActStillNeedsConfirm — the confirm gate survives the
-// clarify path.
-func TestClarifiedDestructiveActStillNeedsConfirm(t *testing.T) {
-	ctx := context.Background()
-	h, st, _ := newClarifyHandler(t)
-	marker := filepath.Join(t.TempDir(), "destructive-ran")
-	if err := st.EnableTool(ctx, "delete_backups", []string{"touch", marker}, true, "test", h.now()); err != nil {
-		t.Fatal(err)
-	}
-
-	if _, asked := h.askClarify(clarifyDec(router.IntentAct, router.Slots{Text: "сделай это"}, "сделай это")); !asked {
-		t.Fatal("expected a question")
-	}
-	reply, handled := h.resolveClarifyAnswer(ctx, "delete_backups")
-	if !handled {
-		t.Fatal("the answer should be consumed")
-	}
-	if !strings.Contains(reply, "да") || h.pending == nil {
-		t.Fatalf("a clarified destructive act must still park a confirm: reply=%q pending=%+v", reply, h.pending)
-	}
-	if _, err := os.Stat(marker); !os.IsNotExist(err) {
-		t.Fatalf("a clarified destructive act ran before confirmation: %v", err)
-	}
-}
-
-// TestNoQuestionWhenNothingIsMissing — noise keeps the canned reply, so she
-// never invents a question for nothing.
-func TestNoQuestionWhenNothingIsMissing(t *testing.T) {
-	h, _, _ := newClarifyHandler(t)
-	for _, dec := range []router.Decision{
-		clarifyDec(router.IntentChat, router.Slots{Text: "эм"}, "эм"),
-		clarifyDec(router.IntentQuery, router.Slots{Text: "ммм"}, "ммм"),
-		clarifyDec(router.IntentNote, router.Slots{Text: "..."}, "..."),
-	} {
-		if question, asked := h.askClarify(dec); asked {
-			t.Fatalf("intent %s should keep the canned reply, got %q", dec.Intent, question)
-		}
-	}
-	if h.clarifyStore.Get(voiceDialogueID, h.now()) != nil {
-		t.Fatal("noise must not park a question")
-	}
-}
-
-// TestNoPendingQuestionFallsThrough — with nothing parked, an utterance routes
-// normally.
-func TestNoPendingQuestionFallsThrough(t *testing.T) {
-	h, _, _ := newClarifyHandler(t)
-	if reply, handled := h.resolveClarifyAnswer(context.Background(), "напомни в 11:00"); handled {
-		t.Fatalf("no open question ⇒ must not be treated as an answer, got %q", reply)
-	}
-}

cmd/mavend/voice.go

@@ -226,8 +226,6 @@ func wireVoice(cfg *config.Config, coreAPI ipc.CoreAPI, phr phraser.Phraser, mem
 
 	// ----- dialogue (multi-turn slot carry-over; 2-min follow-up window) -----
 	dialogueSessions := dialogue.NewSessionStore(2 * time.Minute)
-	clarifyStore := dialogue.NewClarifyStore(clarifyTTL)
-	timeParser := router.NewPythonDateParser()
 
 	// ----- replier (LLM-backed when the engine is on, Stub floor otherwise) -----
 	replier := voice.Replier(voice.NewStubReplier())
@@ -252,10 +250,8 @@ func wireVoice(cfg *config.Config, coreAPI ipc.CoreAPI, phr phraser.Phraser, mem
 		memStore:         memStore,
 		dataStore:        dataStore,
 		dialogueSessions: dialogueSessions,
-		clarifyStore:     clarifyStore,
-		extractor:        router.Extractor{Time: timeParser, Acts: matcher, Facts: router.DefaultFactParser{}},
 		queryMinScore:    cfg.Voice.QueryMinScore,
-		timeParser:       timeParser,
+		timeParser:       router.NewPythonDateParser(),
 		ecosystem:        eco,
 	}
 
@@ -308,14 +304,6 @@ type reactiveHandler struct {
 	// box → one session slot, keyed voiceDialogueID). nil ⇒ no carry-over.
 	dialogueSessions *dialogue.SessionStore
 
-	// clarifyStore parks the request behind an open question she asked (see
-	// clarify.go). nil ⇒ she falls back to the canned "не поняла" reply.
-	clarifyStore *dialogue.ClarifyStore
-
-	// extractor parses the answer to an open question, with the same parsers
-	// the router's own stage-2 uses.
-	extractor router.Extractor
-
 	// pending destructive-act confirmation. A destructive act replies with a
 	// "выполнить X? да/нет" prompt and parks here; the NEXT utterance is read as
 	// the y/n answer. ponytail: single slot, single-user box — a second act
@@ -390,13 +378,6 @@ func (h *reactiveHandler) HandlePushToTalk(ctx context.Context, req voice.PushTo
 		return h.reply(ctx, reply, nil)
 	}
 
-	// 1b2. clarify answer — if she asked a question last turn, this utterance is
-	// its answer, not a fresh command. After the confirm check: a y/n gate is
-	// armed by her own prompt and is the narrower claim on the utterance.
-	if reply, handled := h.resolveClarifyAnswer(ctx, text); handled {
-		return h.reply(ctx, reply, nil)
-	}
-
 	// 1c. quiet-hours toggle — keyword match, not classifier-dependent.
 	// "тихий режим" / "quiet on" would route through the classifier
 	// unreliably (it's a command, not a free-form query), so we match it
@@ -426,16 +407,34 @@ func (h *reactiveHandler) HandlePushToTalk(ctx context.Context, req voice.PushTo
 		prev := h.dialogueSessions.Get(voiceDialogueID, now)
 		dec = followUpMerge(prev, dec, now)
 		if !dec.Clarify {
-			h.rememberTurn(prev, dec, now)
-		}
-	}
-
-	// 2c. clarify — she is not sure. If one named thing is missing, ask about it
-	// and park the request (clarify.go); otherwise the replier's canned reply
-	// stands.
-	if dec.Clarify {
-		if question, asked := h.askClarify(dec); asked {
-			return h.reply(ctx, question, nil)
+			// Build history: carry over up to 4 prior turns for cross-intent
+			// reference. The most recent prior turn is prepended to history.
+			var history []dialogue.Turn
+			if prev != nil {
+				history = append(history, dialogue.Turn{
+					Intent: prev.Intent,
+					Slots:  prev.Slots,
+					Text:   prev.Slots.Text, // the prior turn's utterance
+				})
+				// Cap history depth so one long conversation can't grow
+				// the session unboundedly.
+				maxHist := len(prev.History)
+				if maxHist > 3 {
+					maxHist = 3
+				}
+				history = append(history, prev.History[:maxHist]...)
+			}
+			ttl := time.Duration(0) // use default (2 min)
+			if dec.Intent == router.IntentChat {
+				ttl = 15 * time.Minute // conversational turns should last longer
+			}
+			h.dialogueSessions.Put(voiceDialogueID, &dialogue.Session{
+				Intent:    dialogue.Intent(dec.Intent),
+				Slots:     toDialogueSlots(dec.Slots),
+				Timestamp: now,
+				TTL:       ttl,
+				History:   history,
+			})
 		}
 	}
 
@@ -466,11 +465,6 @@ func (h *reactiveHandler) handleText(ctx context.Context, text string) string {
 		return reply
 	}
 
-	// 1b2. clarify answer — same check as HandlePushToTalk.
-	if reply, handled := h.resolveClarifyAnswer(ctx, text); handled {
-		return reply
-	}
-
 	// 2. router — classify the utterance.
 	dec, err := h.router.Route(ctx, text, h.now())
 	if err != nil {
@@ -488,14 +482,30 @@ func (h *reactiveHandler) handleText(ctx context.Context, text string) string {
 		prev := h.dialogueSessions.Get(voiceDialogueID, now)
 		dec = followUpMerge(prev, dec, now)
 		if !dec.Clarify {
-			h.rememberTurn(prev, dec, now)
-		}
-	}
-
-	// 2c. clarify — same as HandlePushToTalk: ask about the one missing thing.
-	if dec.Clarify {
-		if question, asked := h.askClarify(dec); asked {
-			return question
+			var history []dialogue.Turn
+			if prev != nil {
+				history = append(history, dialogue.Turn{
+					Intent: prev.Intent,
+					Slots:  prev.Slots,
+					Text:   prev.Slots.Text,
+				})
+				maxHist := len(prev.History)
+				if maxHist > 3 {
+					maxHist = 3
+				}
+				history = append(history, prev.History[:maxHist]...)
+			}
+			ttl := time.Duration(0)
+			if dec.Intent == router.IntentChat {
+				ttl = 15 * time.Minute
+			}
+			h.dialogueSessions.Put(voiceDialogueID, &dialogue.Session{
+				Intent:    dialogue.Intent(dec.Intent),
+				Slots:     toDialogueSlots(dec.Slots),
+				Timestamp: now,
+				TTL:       ttl,
+				History:   history,
+			})
 		}
 	}
 

internal/dialogue/clarify.go

@@ -1,171 +0,0 @@
-package dialogue
-
-import (
-	"sync"
-	"time"
-)
-
-// Slot names one field of Slots. Named type, not a free string, so a missing
-// slot cannot be misspelled — the question phrasing switches on these.
-type Slot string
-
-const (
-	SlotTime  Slot = "time"  // Slots.Time / HasTime
-	SlotKey   Slot = "key"   // Slots.Key / HasKey
-	SlotValue Slot = "value" // Slots.Value (paired with Key)
-	SlotFn    Slot = "fn"    // Slots.Fn / HasFn
-	SlotText  Slot = "text"  // Slots.Text
-)
-
-// MaxAttempts is 1 because Maven is not a nag (DESIGN.md § Non-goals). She asks
-// one clarifying question. If the answer still leaves the slot empty she drops
-// the request instead of asking again.
-const MaxAttempts = 1
-
-// PendingQuestion is what Maven holds while she waits for an answer to an open
-// question. Unlike the yes/no confirms in cmd/mavend/voice.go, the answer here
-// is free text that fills a missing slot rather than a verdict.
-type PendingQuestion struct {
-	Intent    Intent // what the router already guessed
-	Slots     Slots  // what it already filled
-	Missing   []Slot // what is still empty, in the order to ask about
-	Utterance string // the user's original raw words
-	Asked     time.Time
-	TTL       time.Duration
-	Attempts  int // questions already asked; capped by MaxAttempts
-}
-
-func (q *PendingQuestion) IsExpired(now time.Time) bool {
-	return now.After(q.Asked.Add(q.TTL))
-}
-
-// CanAsk reports whether Maven may ask another question about this request.
-func (q *PendingQuestion) CanAsk() bool {
-	return q.Attempts < MaxAttempts
-}
-
-// TODO: the daemon will phrase the question text from Missing (one short ru
-// question per Slot, feminine self-reference) and speak it here.
-
-// ClarifyStore holds the parked questions. Same shape and locking as
-// SessionStore: keyed by dialogue id, expired entries dropped on read.
-type ClarifyStore struct {
-	mu         sync.RWMutex
-	questions  map[string]*PendingQuestion
-	defaultTTL time.Duration
-}
-
-func NewClarifyStore(defaultTTL time.Duration) *ClarifyStore {
-	if defaultTTL <= 0 {
-		// Short, like confirmTTL in voice.go: a clarifying question is a
-		// same-breath gesture, a stale one should not eat a later utterance.
-		defaultTTL = 90 * time.Second
-	}
-	return &ClarifyStore{
-		questions:  make(map[string]*PendingQuestion),
-		defaultTTL: defaultTTL,
-	}
-}
-
-// TODO: the daemon will Put a question here when Decision.Clarify fires, in
-// place of the flat "не разобрала" reply (cmd/mavend/voice.go).
-func (s *ClarifyStore) Put(id string, q *PendingQuestion) {
-	if q.TTL <= 0 {
-		q.TTL = s.defaultTTL
-	}
-	s.mu.Lock()
-	s.questions[id] = q
-	s.mu.Unlock()
-}
-
-// TODO: the daemon will Get on the next turn, parse that turn into Slots, call
-// Answer, and Delete — the open-question twin of resolveConfirm.
-func (s *ClarifyStore) Get(id string, now time.Time) *PendingQuestion {
-	s.mu.RLock()
-	q, ok := s.questions[id]
-	s.mu.RUnlock()
-	if !ok {
-		return nil
-	}
-	if q.IsExpired(now) {
-		s.Delete(id)
-		return nil
-	}
-	return q
-}
-
-func (s *ClarifyStore) Delete(id string) {
-	s.mu.Lock()
-	delete(s.questions, id)
-	s.mu.Unlock()
-}
-
-// Answer merges the slots parsed from the user's answer into the parked ones.
-// Only the slots listed in Missing are filled, and an already filled slot is
-// never overwritten — the answer completes the original request, it does not
-// restate it. Parsing the answer text into `answer` is the caller's job; this
-// package must stay free of internal/router.
-func (q *PendingQuestion) Answer(text string, answer Slots) Slots {
-	out := q.Slots
-	for _, slot := range q.Missing {
-		switch slot {
-		case SlotTime:
-			if !out.HasTime && answer.HasTime {
-				out.Time = answer.Time
-				out.HasTime = true
-			}
-		case SlotKey:
-			if !out.HasKey && answer.HasKey {
-				out.Key = answer.Key
-				out.HasKey = true
-			}
-		case SlotValue:
-			if out.Value == "" && answer.Value != "" {
-				out.Value = answer.Value
-			}
-		case SlotFn:
-			if !out.HasFn && answer.HasFn {
-				out.Fn = answer.Fn
-				out.HasFn = true
-				if len(out.Args) == 0 {
-					out.Args = append([]string(nil), answer.Args...)
-				}
-			}
-		case SlotText:
-			if out.Text == "" {
-				if answer.Text != "" {
-					out.Text = answer.Text
-				} else {
-					// No parse for a text slot — the raw answer IS the text.
-					out.Text = text
-				}
-			}
-		}
-	}
-	return out
-}
-
-// StillMissing lists the slots that are empty in s, out of the ones asked for.
-// The caller uses it to decide between acting and dropping the request.
-func StillMissing(want []Slot, s Slots) []Slot {
-	var out []Slot
-	for _, slot := range want {
-		empty := false
-		switch slot {
-		case SlotTime:
-			empty = !s.HasTime
-		case SlotKey:
-			empty = !s.HasKey
-		case SlotValue:
-			empty = s.Value == ""
-		case SlotFn:
-			empty = !s.HasFn
-		case SlotText:
-			empty = s.Text == ""
-		}
-		if empty {
-			out = append(out, slot)
-		}
-	}
-	return out
-}

internal/dialogue/clarify_test.go

@@ -1,225 +0,0 @@
-package dialogue
-
-import (
-	"testing"
-	"time"
-)
-
-var base = time.Date(2026, 7, 31, 12, 0, 0, 0, time.UTC)
-
-func TestPendingQuestionIsExpired(t *testing.T) {
-	cases := []struct {
-		name string
-		ttl  time.Duration
-		now  time.Time
-		want bool
-	}{
-		{"fresh", time.Minute, base.Add(10 * time.Second), false},
-		{"exactly at ttl", time.Minute, base.Add(time.Minute), false},
-		{"past ttl", time.Minute, base.Add(2 * time.Minute), true},
-	}
-	for _, tc := range cases {
-		t.Run(tc.name, func(t *testing.T) {
-			q := &PendingQuestion{Asked: base, TTL: tc.ttl}
-			if got := q.IsExpired(tc.now); got != tc.want {
-				t.Fatalf("IsExpired = %v, want %v", got, tc.want)
-			}
-		})
-	}
-}
-
-func TestClarifyStoreGetPutDelete(t *testing.T) {
-	s := NewClarifyStore(time.Minute)
-
-	if got := s.Get("voice", base); got != nil {
-		t.Fatalf("empty store returned %+v", got)
-	}
-
-	q := &PendingQuestion{Intent: IntentReminder, Missing: []Slot{SlotTime}, Asked: base}
-	s.Put("voice", q)
-	if q.TTL != time.Minute {
-		t.Fatalf("Put did not apply the default TTL, got %v", q.TTL)
-	}
-	if got := s.Get("voice", base.Add(time.Second)); got != q {
-		t.Fatalf("Get returned %+v, want the parked question", got)
-	}
-
-	// Expired questions are dropped on read, not returned.
-	if got := s.Get("voice", base.Add(2*time.Minute)); got != nil {
-		t.Fatalf("expired Get returned %+v", got)
-	}
-	if got := s.Get("voice", base); got != nil {
-		t.Fatalf("expired question was not deleted: %+v", got)
-	}
-
-	s.Put("voice", &PendingQuestion{Asked: base, TTL: time.Hour})
-	s.Delete("voice")
-	if got := s.Get("voice", base); got != nil {
-		t.Fatalf("Delete left %+v", got)
-	}
-}
-
-func TestNewClarifyStoreDefaultTTL(t *testing.T) {
-	s := NewClarifyStore(0)
-	q := &PendingQuestion{Asked: base}
-	s.Put("voice", q)
-	if q.TTL != 90*time.Second {
-		t.Fatalf("TTL = %v, want 90s", q.TTL)
-	}
-}
-
-func TestAnswerFillsOnlyMissingSlots(t *testing.T) {
-	answerTime := base.Add(3 * time.Hour)
-	other := base.Add(9 * time.Hour)
-
-	cases := []struct {
-		name    string
-		parked  Slots
-		missing []Slot
-		text    string
-		answer  Slots
-		want    Slots
-	}{
-		{
-			name:    "fills the missing time",
-			parked:  Slots{Text: "напомни позвонить"},
-			missing: []Slot{SlotTime},
-			text:    "в три",
-			answer:  Slots{Time: answerTime, HasTime: true},
-			want:    Slots{Text: "напомни позвонить", Time: answerTime, HasTime: true},
-		},
-		{
-			name:    "does not overwrite a filled time",
-			parked:  Slots{Time: other, HasTime: true},
-			missing: []Slot{SlotTime},
-			text:    "в три",
-			answer:  Slots{Time: answerTime, HasTime: true},
-			want:    Slots{Time: other, HasTime: true},
-		},
-		{
-			name:    "ignores slots that were not missing",
-			parked:  Slots{Key: "water", HasKey: true},
-			missing: []Slot{SlotValue},
-			text:    "два литра",
-			answer:  Slots{Key: "sleep", HasKey: true, Value: "2l"},
-			want:    Slots{Key: "water", HasKey: true, Value: "2l"},
-		},
-		{
-			name:    "fills key when empty",
-			parked:  Slots{},
-			missing: []Slot{SlotKey, SlotValue},
-			text:    "воды",
-			answer:  Slots{Key: "water", HasKey: true, Value: `"drank"`},
-			want:    Slots{Key: "water", HasKey: true, Value: `"drank"`},
-		},
-		{
-			name:    "fills fn and its args",
-			parked:  Slots{},
-			missing: []Slot{SlotFn},
-			text:    "перезапусти nginx",
-			answer:  Slots{Fn: "restart", Args: []string{"nginx"}, HasFn: true},
-			want:    Slots{Fn: "restart", Args: []string{"nginx"}, HasFn: true},
-		},
-		{
-			name:    "keeps existing args when fn was already known",
-			parked:  Slots{Fn: "restart", Args: []string{"nginx"}, HasFn: true},
-			missing: []Slot{SlotFn},
-			text:    "останови postgres",
-			answer:  Slots{Fn: "stop", Args: []string{"postgres"}, HasFn: true},
-			want:    Slots{Fn: "restart", Args: []string{"nginx"}, HasFn: true},
-		},
-		{
-			name:    "raw answer becomes the text when nothing was parsed",
-			parked:  Slots{},
-			missing: []Slot{SlotText},
-			text:    "купить хлеб",
-			answer:  Slots{},
-			want:    Slots{Text: "купить хлеб"},
-		},
-		{
-			name:    "parsed text wins over the raw answer",
-			parked:  Slots{},
-			missing: []Slot{SlotText},
-			text:    "запиши купить хлеб",
-			answer:  Slots{Text: "купить хлеб"},
-			want:    Slots{Text: "купить хлеб"},
-		},
-		{
-			name:    "empty answer leaves the slot missing",
-			parked:  Slots{Text: "напомни"},
-			missing: []Slot{SlotTime},
-			text:    "не знаю",
-			answer:  Slots{},
-			want:    Slots{Text: "напомни"},
-		},
-	}
-
-	for _, tc := range cases {
-		t.Run(tc.name, func(t *testing.T) {
-			q := &PendingQuestion{Slots: tc.parked, Missing: tc.missing, Asked: base}
-			got := q.Answer(tc.text, tc.answer)
-			if got.Time != tc.want.Time || got.HasTime != tc.want.HasTime ||
-				got.Key != tc.want.Key || got.HasKey != tc.want.HasKey ||
-				got.Value != tc.want.Value || got.Text != tc.want.Text ||
-				got.Fn != tc.want.Fn || got.HasFn != tc.want.HasFn {
-				t.Fatalf("Answer = %+v, want %+v", got, tc.want)
-			}
-			if len(got.Args) != len(tc.want.Args) {
-				t.Fatalf("Args = %v, want %v", got.Args, tc.want.Args)
-			}
-			for i := range got.Args {
-				if got.Args[i] != tc.want.Args[i] {
-					t.Fatalf("Args = %v, want %v", got.Args, tc.want.Args)
-				}
-			}
-		})
-	}
-}
-
-func TestCanAskCapsAtOneQuestion(t *testing.T) {
-	if MaxAttempts != 1 {
-		t.Fatalf("MaxAttempts = %d, want 1 (Maven asks once, she is not a nag)", MaxAttempts)
-	}
-	q := &PendingQuestion{Asked: base}
-	if !q.CanAsk() {
-		t.Fatal("a fresh question should be askable")
-	}
-	q.Attempts = MaxAttempts
-	if q.CanAsk() {
-		t.Fatal("the question should not be asked twice")
-	}
-}
-
-func TestStillMissing(t *testing.T) {
-	want := []Slot{SlotTime, SlotKey, SlotValue, SlotFn, SlotText}
-	cases := []struct {
-		name  string
-		slots Slots
-		want  []Slot
-	}{
-		{"all empty", Slots{}, want},
-		{
-			name:  "all filled",
-			slots: Slots{Time: base, HasTime: true, Key: "water", HasKey: true, Value: "1l", Fn: "restart", HasFn: true, Text: "t"},
-			want:  nil,
-		},
-		{
-			name:  "only value left",
-			slots: Slots{Time: base, HasTime: true, Key: "water", HasKey: true, Fn: "restart", HasFn: true, Text: "t"},
-			want:  []Slot{SlotValue},
-		},
-	}
-	for _, tc := range cases {
-		t.Run(tc.name, func(t *testing.T) {
-			got := StillMissing(want, tc.slots)
-			if len(got) != len(tc.want) {
-				t.Fatalf("StillMissing = %v, want %v", got, tc.want)
-			}
-			for i := range got {
-				if got[i] != tc.want[i] {
-					t.Fatalf("StillMissing = %v, want %v", got, tc.want)
-				}
-			}
-		})
-	}
-}

internal/dialogue/session.go

@@ -21,7 +21,6 @@ type Slots struct {
 	Time    time.Time
 	HasTime bool
 	Key     string
-	Value   string // payload for a fact key, mirrors router.Slots.Value
 	HasKey  bool
 	Text    string
 	Fn      string
@@ -105,9 +104,6 @@ func InheritSlots(prev, cur Slots) Slots {
 		out.Key = prev.Key
 		out.HasKey = true
 	}
-	if out.Value == "" && prev.Value != "" {
-		out.Value = prev.Value
-	}
 	if out.Text == "" && prev.Text != "" {
 		out.Text = prev.Text
 	}

internal/dialogue/session_test.go

@@ -113,14 +113,4 @@ func TestInheritSlots(t *testing.T) {
 	if inherited6.Text != "какая погода в москве" {
 		t.Error("should inherit text when current is empty")
 	}
-
-	prevValue := Slots{Key: "water", HasKey: true, Value: `"drank"`}
-	inherited7 := InheritSlots(prevValue, Slots{})
-	if inherited7.Value != `"drank"` {
-		t.Error("should inherit value when current is empty")
-	}
-	kept := InheritSlots(prevValue, Slots{Value: "2l"})
-	if kept.Value != "2l" {
-		t.Error("should keep current value")
-	}
 }

internal/memory/recalleval/recalleval.go

@@ -0,0 +1,472 @@
+// Package recalleval is the held-out contract for note recall: can Maven find
+// the right note again when the user asks for it weeks later?
+//
+// Why it sits beside internal/memory rather than inside it: the thing under
+// test is a whole path, not one function — an embedder (internal/router), a
+// vector store (internal/memory or internal/store) and the confidence gate the
+// daemon applies on top (cmd/mavend/recall.go's bestRecall, config's
+// query_min_score). A _test.go file inside internal/memory could not reach the
+// persistent store without an import cycle, and testdata is not reachable from
+// another package's working directory — so the fixture is embedded here and the
+// scorer takes the store as a factory. Same layout and same reasons as
+// internal/router/eval.
+//
+// The fixture is HELD OUT the same way the routing fixture is: a query never
+// repeats its note's wording verbatim beyond ordinary shared vocabulary, and
+// TestFixtureIsParaphrased enforces a floor on how little the two overlap.
+// Scoring recall on a query that is a copy of the note measures string
+// matching, not recall.
+package recalleval
+
+import (
+	"context"
+	_ "embed"
+	"encoding/json"
+	"fmt"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/kami/maven/internal/memory"
+	"github.com/kami/maven/internal/router"
+)
+
+//go:embed ru_recall_v1.json
+var fixtureJSON []byte
+
+// SchemaVersion — the version this package understands. The loader refuses any
+// other version rather than misreading a fixture and reporting a number.
+const SchemaVersion = 1
+
+// StoredNote — one thing the user said once, as it lands in the semantic store.
+// Kind is "note" or "fact"; both share the vector index (see
+// cmd/mavend/recall.go), so a fact can legitimately win a recall.
+type StoredNote struct {
+	ID   string `json:"id"`
+	Text string `json:"text"`
+	Kind string `json:"kind"`
+}
+
+// Case — a small set of notes, one query, and the note that must come back
+// first. Want is empty exactly when the query should recall NOTHING: that lane
+// measures false recall, which is the direction the spec cares about ("a
+// confident wrong fact is worse than a known gap").
+type Case struct {
+	ID    string       `json:"id"`
+	Lang  string       `json:"lang"`
+	Notes []StoredNote `json:"notes"`
+	Query string       `json:"query"`
+	Want  string       `json:"want"`
+	Tags  []string     `json:"tags"`
+	Note  string       `json:"note"`
+}
+
+// Answerable reports whether the case expects a recall at all.
+func (c Case) Answerable() bool { return c.Want != "" }
+
+// Fixture — the versioned envelope, same shape as the routing fixture.
+//
+// Filler is inserted into EVERY case's store on top of that case's own notes.
+// Without it a case with three notes scores recall@3 = 100% by construction,
+// which measures nothing. A real store holds months of unrelated notes, and the
+// wanted note has to beat all of them.
+type Fixture struct {
+	SchemaVersion int          `json:"schema_version"`
+	Name          string       `json:"name"`
+	Notes         []string     `json:"notes"`
+	Filler        []StoredNote `json:"filler"`
+	Cases         []Case       `json:"cases"`
+}
+
+// Load returns the embedded fixture.
+func Load() (Fixture, error) {
+	var f Fixture
+	if err := json.Unmarshal(fixtureJSON, &f); err != nil {
+		return Fixture{}, fmt.Errorf("parse fixture: %w", err)
+	}
+	if f.SchemaVersion != SchemaVersion {
+		return Fixture{}, fmt.Errorf("fixture schema_version %d, want %d", f.SchemaVersion, SchemaVersion)
+	}
+	if len(f.Cases) == 0 {
+		return Fixture{}, fmt.Errorf("fixture has no cases")
+	}
+	return f, nil
+}
+
+// NewStore builds an empty store for one case, plus a function to release it.
+// A factory rather than a store because every case needs a clean index — notes
+// from case A must not be visible to case B's query.
+type NewStore func() (memory.Store, func(), error)
+
+// InMemory is the NewStore for memory.InMemoryStore — the fallback the daemon
+// uses when there is no database (cmd/mavend/voice.go:224).
+func InMemory() (memory.Store, func(), error) {
+	return memory.NewInMemoryStore(), func() {}, nil
+}
+
+// Cache wraps an embedder so repeated text is embedded once. The gate sweep
+// scores the same fixture at nine thresholds, and every case re-inserts the
+// filler notes — without this the ONNX run spends minutes re-embedding
+// identical strings. Latency numbers come from the uncached run.
+func Cache(inner router.Embedder) router.Embedder {
+	return &cachingEmbedder{inner: inner, seen: map[string][]float32{}}
+}
+
+type cachingEmbedder struct {
+	inner router.Embedder
+	seen  map[string][]float32
+}
+
+func (c *cachingEmbedder) Dim() int     { return c.inner.Dim() }
+func (c *cachingEmbedder) Close() error { return nil } // the caller owns inner
+
+func (c *cachingEmbedder) Embed(ctx context.Context, text string) ([]float32, error) {
+	if v, ok := c.seen[text]; ok {
+		return v, nil
+	}
+	v, err := c.inner.Embed(ctx, text)
+	if err != nil {
+		return nil, err
+	}
+	c.seen[text] = v
+	return v, nil
+}
+
+// Outcome — one scored case.
+type Outcome struct {
+	Case Case
+	Hits []memory.Result
+	Err  error
+	// Latency is the read path only: embed the query, then Search. Insert time
+	// is excluded because it happens once, weeks earlier.
+	Latency time.Duration
+	// Rank1/Rank3 — the wanted note came back first / in the top three,
+	// ignoring the confidence gate. Ranking is the store's job.
+	Rank1 bool
+	Rank3 bool
+	// Recalled — what the daemon would actually say back: the top hit's text
+	// when it clears the gate. Mirrors bestRecall in cmd/mavend/recall.go.
+	Recalled string
+	// Pass — the wanted note was recalled AND survived the gate; or, for a
+	// no-answer case, nothing was recalled.
+	Pass bool
+	// Tied — the wanted note is on top but shares its score with the next hit,
+	// so the sort decided it, not the embedder. Counted apart from a real hit.
+	Tied    bool
+	TopID   string
+	TopScor float64
+	Reasons []string
+}
+
+// Report — the aggregate. Rank and gate are kept apart on purpose: a note that
+// ranks first but is silenced by query_min_score is a threshold problem, and a
+// note that never ranks first is an embedder problem. Those are different fixes.
+type Report struct {
+	Name       string
+	MinScore   float64
+	Total      int
+	Answerable int
+	Rank1      int
+	Rank3      int
+	// Gated — ranked first but the score was under MinScore, so the daemon
+	// stays silent and answers "не знаю".
+	Gated int
+	// WrongTop — a different note outranked the right one.
+	WrongTop int
+	// Tied — the right note was on top only because of sort order. Not credited
+	// as recall; tracked because it is a distinct failure (the embedder scored
+	// the query and the note the same as everything else).
+	Tied int
+	// NoAnswer / FalseRecall — the cases that must recall nothing, and how many
+	// of them the daemon would answer anyway.
+	NoAnswer    int
+	FalseRecall int
+	Errors      int
+	Passed      int
+	Outcomes    []Outcome
+	ByTag       map[string]TagStat
+	ByLang      map[string]TagStat
+	// CorrectTop / NoAnswerTop — sorted top-1 scores for the answerable cases
+	// where the right note ranked first, and for the no-answer cases. The gap
+	// between these two distributions is what a defensible query_min_score
+	// would have to sit inside; if they overlap, no threshold separates them.
+	CorrectTop    []float64
+	NoAnswerTop   []float64
+	P50, P95, Max time.Duration
+}
+
+// TagStat — passed/total for one slice of the fixture.
+type TagStat struct{ Passed, Total int }
+
+// Recall1 — fraction of answerable cases whose wanted note ranked first.
+func (r Report) Recall1() float64 { return ratio(r.Rank1, r.Answerable) }
+
+// Recall3 — same, in the top three. The daemon asks for 3 (voice.go), so this
+// is the ceiling a better gate or a reranker could reach.
+func (r Report) Recall3() float64 { return ratio(r.Rank3, r.Answerable) }
+
+// Answered — fraction of answerable cases the daemon would actually answer
+// correctly, gate included. This is the number the operator experiences.
+func (r Report) Answered() float64 { return ratio(r.Rank1-r.Gated, r.Answerable) }
+
+// FalseRecallRate — fraction of the no-answer cases the daemon answers anyway.
+func (r Report) FalseRecallRate() float64 { return ratio(r.FalseRecall, r.NoAnswer) }
+
+func ratio(n, d int) float64 {
+	if d == 0 {
+		return 0
+	}
+	return float64(n) / float64(d)
+}
+
+// Score runs every case against a fresh store and aggregates. It never fails
+// the run on an embed or search error: an erroring case scores as a miss and is
+// counted in Errors, because "the embedder was down" and "the embedder was
+// wrong" are different numbers.
+func Score(ctx context.Context, name string, emb router.Embedder, newStore NewStore, minScore float64, f Fixture) (Report, error) {
+	rep := Report{
+		Name:     name,
+		MinScore: minScore,
+		Total:    len(f.Cases),
+		ByTag:    map[string]TagStat{},
+		ByLang:   map[string]TagStat{},
+	}
+	lat := make([]time.Duration, 0, len(f.Cases))
+
+	for _, c := range f.Cases {
+		if c.Answerable() {
+			rep.Answerable++
+		} else {
+			rep.NoAnswer++
+		}
+		o, err := scoreCase(ctx, emb, newStore, minScore, c, f.Filler)
+		if err != nil {
+			return Report{}, err
+		}
+		lat = append(lat, o.Latency)
+
+		switch {
+		case o.Err != nil:
+			rep.Errors++
+		case c.Answerable():
+			if o.Rank1 {
+				rep.Rank1++
+			}
+			if o.Rank3 {
+				rep.Rank3++
+			}
+			if o.Rank1 && o.Recalled == "" {
+				rep.Gated++
+			}
+			if o.Tied {
+				rep.Tied++
+			} else if !o.Rank1 {
+				rep.WrongTop++
+			}
+			if o.Rank1 && o.Recalled != "" {
+				rep.CorrectTop = append(rep.CorrectTop, o.TopScor)
+			}
+		default:
+			if o.Recalled != "" {
+				rep.FalseRecall++
+			}
+			rep.NoAnswerTop = append(rep.NoAnswerTop, o.TopScor)
+		}
+
+		if o.Pass {
+			rep.Passed++
+		}
+		bump(rep.ByLang, c.Lang, o.Pass)
+		for _, tag := range c.Tags {
+			bump(rep.ByTag, tag, o.Pass)
+		}
+		rep.Outcomes = append(rep.Outcomes, o)
+	}
+
+	sort.Float64s(rep.CorrectTop)
+	sort.Float64s(rep.NoAnswerTop)
+	sort.Slice(lat, func(i, j int) bool { return lat[i] < lat[j] })
+	rep.P50, rep.P95 = percentile(lat, 0.50), percentile(lat, 0.95)
+	if len(lat) > 0 {
+		rep.Max = lat[len(lat)-1]
+	}
+	return rep, nil
+}
+
+// scoreCase inserts the case's notes into a fresh store, then runs the read
+// path the daemon runs. The returned error is fatal (the harness is broken);
+// an embedder or store failure on the query lands in Outcome.Err instead.
+func scoreCase(ctx context.Context, emb router.Embedder, newStore NewStore, minScore float64, c Case, filler []StoredNote) (Outcome, error) {
+	st, release, err := newStore()
+	if err != nil {
+		return Outcome{}, fmt.Errorf("%s: new store: %w", c.ID, err)
+	}
+	defer release()
+
+	all := append(append([]StoredNote(nil), c.Notes...), filler...)
+	for _, n := range all {
+		vec, err := emb.Embed(ctx, n.Text)
+		if err != nil {
+			return Outcome{}, fmt.Errorf("%s: embed note %s: %w", c.ID, n.ID, err)
+		}
+		meta := map[string]string{"text": n.Text, "type": n.Kind}
+		if err := st.Insert(ctx, n.ID, vec, meta); err != nil {
+			return Outcome{}, fmt.Errorf("%s: insert %s: %w", c.ID, n.ID, err)
+		}
+	}
+
+	o := Outcome{Case: c}
+	start := time.Now()
+	qvec, err := emb.Embed(ctx, c.Query)
+	if err != nil {
+		o.Latency = time.Since(start)
+		o.Err = err
+		o.Reasons = []string{fmt.Sprintf("embed query: %v", err)}
+		return o, nil
+	}
+	hits, err := st.Search(ctx, qvec, 3)
+	o.Latency = time.Since(start)
+	if err != nil {
+		o.Err = err
+		o.Reasons = []string{fmt.Sprintf("search: %v", err)}
+		return o, nil
+	}
+	o.Hits = hits
+
+	if len(hits) > 0 {
+		o.TopID, o.TopScor = hits[0].ID, hits[0].Score
+		o.Recalled = bestRecall(hits, minScore)
+	}
+	for i, h := range hits {
+		if h.ID != c.Want {
+			continue
+		}
+		o.Rank3 = true
+		// A tie is not a hit. With a lexical embedder several notes score
+		// exactly 0 against a paraphrased query, and whichever one the sort
+		// happens to leave on top would otherwise be credited as recall.
+		if i == 0 && (len(hits) < 2 || hits[0].Score > hits[1].Score) {
+			o.Rank1 = true
+		}
+		if i == 0 && !o.Rank1 {
+			o.Tied = true
+		}
+	}
+
+	switch {
+	case !c.Answerable():
+		if o.Recalled != "" {
+			o.Reasons = append(o.Reasons, fmt.Sprintf("false recall: %q at %.3f, want silence", o.TopID, o.TopScor))
+		}
+	case o.Tied:
+		o.Reasons = append(o.Reasons, fmt.Sprintf("tie at %.3f — the right note is on top only by sort order", o.TopScor))
+	case !o.Rank1:
+		o.Reasons = append(o.Reasons, fmt.Sprintf("top hit %q (%.3f), want %q%s", o.TopID, o.TopScor, c.Want, rankNote(o.Rank3)))
+	case o.Recalled == "":
+		o.Reasons = append(o.Reasons, fmt.Sprintf("right note ranked first but scored %.3f < gate %.2f — daemon says \"не знаю\"", o.TopScor, minScore))
+	}
+	o.Pass = len(o.Reasons) == 0
+	return o, nil
+}
+
+func rankNote(inTop3 bool) string {
+	if inTop3 {
+		return " (wanted note is in the top 3)"
+	}
+	return " (wanted note is not in the top 3)"
+}
+
+// bestRecall mirrors cmd/mavend/recall.go — the gate the daemon actually
+// applies to a memory hit. Duplicated rather than imported because package main
+// is not importable; recalleval_test.go asserts the two agree in behaviour.
+func bestRecall(results []memory.Result, min float64) string {
+	if len(results) == 0 || results[0].Score < min {
+		return ""
+	}
+	return results[0].Meta["text"]
+}
+
+func bump(m map[string]TagStat, key string, pass bool) {
+	if key == "" {
+		return
+	}
+	s := m[key]
+	s.Total++
+	if pass {
+		s.Passed++
+	}
+	m[key] = s
+}
+
+// percentile — nearest-rank on a pre-sorted slice. No interpolation: with ~30
+// samples an interpolated p95 invents a latency no query actually took.
+func percentile(sorted []time.Duration, p float64) time.Duration {
+	if len(sorted) == 0 {
+		return 0
+	}
+	i := int(p * float64(len(sorted)))
+	if i >= len(sorted) {
+		i = len(sorted) - 1
+	}
+	return sorted[i]
+}
+
+// String renders the report in the routing eval's style — headline first, then
+// the slices that name where the path is weak.
+func (r Report) String() string {
+	var b strings.Builder
+	fmt.Fprintf(&b, "%s: %d/%d cases pass (gate %.2f)\n", r.Name, r.Passed, r.Total, r.MinScore)
+	fmt.Fprintf(&b, "  recall@1 %.1f%% (%d/%d)  recall@3 %.1f%% (%d/%d)  answered after gate %.1f%% (%d/%d)\n",
+		100*r.Recall1(), r.Rank1, r.Answerable,
+		100*r.Recall3(), r.Rank3, r.Answerable,
+		100*r.Answered(), r.Rank1-r.Gated, r.Answerable)
+	fmt.Fprintf(&b, "  wrong note on top: %d | tie on top (sort order, not recall): %d | silenced by gate: %d | errors: %d\n",
+		r.WrongTop, r.Tied, r.Gated, r.Errors)
+	fmt.Fprintf(&b, "  false recall %.1f%% (%d/%d must-be-silent cases answered anyway)\n",
+		100*r.FalseRecallRate(), r.FalseRecall, r.NoAnswer)
+	fmt.Fprintf(&b, "  top-1 score, right note first: %s\n", spread(r.CorrectTop))
+	fmt.Fprintf(&b, "  top-1 score, must be silent:   %s\n", spread(r.NoAnswerTop))
+	fmt.Fprintf(&b, "  latency: p50 %s  p95 %s  max %s\n", r.P50, r.P95, r.Max)
+	fmt.Fprintf(&b, "  by lang: %s\n", renderStats(r.ByLang))
+	fmt.Fprintf(&b, "  by tag:  %s\n", renderStats(r.ByTag))
+	return b.String()
+}
+
+// Failures — per-case detail, sorted by ID so two runs diff cleanly.
+func (r Report) Failures() string {
+	var b strings.Builder
+	out := append([]Outcome(nil), r.Outcomes...)
+	sort.Slice(out, func(i, j int) bool { return out[i].Case.ID < out[j].Case.ID })
+	for _, o := range out {
+		if o.Pass {
+			continue
+		}
+		fmt.Fprintf(&b, "  %s %q: %s\n", o.Case.ID, o.Case.Query, strings.Join(o.Reasons, "; "))
+	}
+	return b.String()
+}
+
+// spread — min / median / max of a sorted score list. Three numbers is enough
+// to see whether two distributions overlap, which is the only question a
+// threshold can answer.
+func spread(sorted []float64) string {
+	if len(sorted) == 0 {
+		return "n/a"
+	}
+	return fmt.Sprintf("min %.3f  median %.3f  max %.3f  (n=%d)",
+		sorted[0], sorted[len(sorted)/2], sorted[len(sorted)-1], len(sorted))
+}
+
+func renderStats(m map[string]TagStat) string {
+	keys := make([]string, 0, len(m))
+	for k := range m {
+		keys = append(keys, k)
+	}
+	sort.Strings(keys)
+	parts := make([]string, 0, len(keys))
+	for _, k := range keys {
+		s := m[k]
+		parts = append(parts, fmt.Sprintf("%s %d/%d", k, s.Passed, s.Total))
+	}
+	return strings.Join(parts, "  ")
+}

internal/memory/recalleval/recalleval_test.go

@@ -0,0 +1,292 @@
+package recalleval
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+	"unicode"
+
+	"github.com/kami/maven/internal/config"
+	"github.com/kami/maven/internal/memory"
+	"github.com/kami/maven/internal/router"
+	"github.com/kami/maven/internal/store"
+)
+
+// dim 1024 for the hash embedder: it is bag-of-words, so a narrower space
+// collides tokens between unrelated notes and would measure the hash.
+const hashDim = 1024
+
+func TestLoadFixture(t *testing.T) {
+	f, err := Load()
+	if err != nil {
+		t.Fatalf("Load: %v", err)
+	}
+	if len(f.Cases) < 25 {
+		t.Errorf("%d cases, want >= 25", len(f.Cases))
+	}
+	// Filler is what stops recall@3 being free: three case notes and a top-3
+	// search would put the wanted note in the top 3 every time.
+	if len(f.Filler) < 10 {
+		t.Errorf("%d filler notes, want >= 10", len(f.Filler))
+	}
+	seen := map[string]bool{}
+	silent, en := 0, 0
+	for _, c := range f.Cases {
+		if c.ID == "" || seen[c.ID] {
+			t.Errorf("case %q: empty or duplicate id", c.ID)
+		}
+		seen[c.ID] = true
+		if c.Lang != "ru" && c.Lang != "en" {
+			t.Errorf("%s: lang %q, want ru|en", c.ID, c.Lang)
+		}
+		if c.Lang == "en" {
+			en++
+		}
+		if strings.TrimSpace(c.Query) == "" {
+			t.Errorf("%s: empty query", c.ID)
+		}
+		// Fewer than three notes and a wrong answer has nowhere to come from,
+		// so recall@1 would be near-free.
+		if len(c.Notes) < 3 {
+			t.Errorf("%s: %d notes, want >= 3", c.ID, len(c.Notes))
+		}
+		ids := map[string]bool{}
+		for _, n := range c.Notes {
+			if n.ID == "" || ids[n.ID] {
+				t.Errorf("%s: note %q empty or duplicate id", c.ID, n.ID)
+			}
+			ids[n.ID] = true
+			if strings.TrimSpace(n.Text) == "" {
+				t.Errorf("%s: note %q empty text", c.ID, n.ID)
+			}
+			if n.Kind != "note" && n.Kind != "fact" {
+				t.Errorf("%s: note %q kind %q, want note|fact", c.ID, n.ID, n.Kind)
+			}
+		}
+		if !c.Answerable() {
+			silent++
+			continue
+		}
+		if !ids[c.Want] {
+			t.Errorf("%s: want %q is not one of the case's notes", c.ID, c.Want)
+		}
+	}
+	// Both lanes need enough cases that a rate means something.
+	if silent < 5 {
+		t.Errorf("%d must-be-silent cases, want >= 5", silent)
+	}
+	if en < 5 {
+		t.Errorf("%d English cases, want >= 5", en)
+	}
+}
+
+// TestFixtureIsParaphrased — the fixture's claim to measuring recall at all. If
+// a query repeats its note's words, cosine over a bag-of-words embedder gets it
+// for free and the score says nothing about semantic recall. Half the query's
+// words is the line: some shared vocabulary is natural ("nginx", "чай"), a copy
+// is the failure.
+func TestFixtureIsParaphrased(t *testing.T) {
+	f, err := Load()
+	if err != nil {
+		t.Fatalf("Load: %v", err)
+	}
+	for _, c := range f.Cases {
+		if !c.Answerable() {
+			continue
+		}
+		var want string
+		for _, n := range c.Notes {
+			if n.ID == c.Want {
+				want = n.Text
+			}
+		}
+		q := words(c.Query)
+		if len(q) == 0 {
+			continue
+		}
+		inNote := map[string]bool{}
+		for _, w := range words(want) {
+			inNote[w] = true
+		}
+		shared := 0
+		for _, w := range q {
+			if inNote[w] {
+				shared++
+			}
+		}
+		if frac := float64(shared) / float64(len(q)); frac > 0.5 {
+			t.Errorf("%s: query shares %.0f%% of its words with the note — not a paraphrase\n  query: %q\n  note:  %q",
+				c.ID, 100*frac, c.Query, want)
+		}
+	}
+}
+
+// words — lowercased words of two runes or more, matching how the hash
+// embedder tokenizes.
+func words(s string) []string {
+	var out []string
+	for _, w := range strings.FieldsFunc(strings.ToLower(s), func(r rune) bool {
+		return !unicode.IsLetter(r) && !unicode.IsDigit(r)
+	}) {
+		if len([]rune(w)) > 1 {
+			out = append(out, w)
+		}
+	}
+	return out
+}
+
+// TestBestRecallMatchesDaemon — the harness duplicates bestRecall from
+// cmd/mavend/recall.go (package main is not importable). This pins the copy to
+// the original's three rules: no hits, below the gate, or no text ⇒ silence.
+func TestBestRecallMatchesDaemon(t *testing.T) {
+	if got := bestRecall(nil, 0.55); got != "" {
+		t.Errorf("no hits: got %q, want silence", got)
+	}
+	low := []memory.Result{{ID: "a", Score: 0.4, Meta: map[string]string{"text": "чай"}}}
+	if got := bestRecall(low, 0.55); got != "" {
+		t.Errorf("below gate: got %q, want silence", got)
+	}
+	noText := []memory.Result{{ID: "a", Score: 0.9, Meta: map[string]string{}}}
+	if got := bestRecall(noText, 0.55); got != "" {
+		t.Errorf("no text: got %q, want silence", got)
+	}
+	ok := []memory.Result{{ID: "a", Score: 0.9, Meta: map[string]string{"text": "чай"}}}
+	if got := bestRecall(ok, 0.55); got != "чай" {
+		t.Errorf("above gate: got %q, want %q", got, "чай")
+	}
+}
+
+// TestHashRecallBaseline — the CI ratchet. HashEmbedder, so it needs no model
+// files and is byte-for-byte reproducible.
+//
+// It is a floor, not a target. The hash embedder is lexical, so most of this
+// fixture is unwinnable for it by construction; the number worth moving is
+// TestONNXRecall's. Never compare a hash-embedder number to an ONNX one.
+func TestHashRecallBaseline(t *testing.T) {
+	f, err := Load()
+	if err != nil {
+		t.Fatalf("Load: %v", err)
+	}
+	rep, err := Score(context.Background(), "recall+hash", router.NewHashEmbedder(hashDim), InMemory,
+		config.DefaultQueryMinScore, f)
+	if err != nil {
+		t.Fatalf("Score: %v", err)
+	}
+	t.Log("\n" + rep.String() + rep.Failures())
+	t.Log("\ngate sweep:\n" + sweep(t, router.NewHashEmbedder(hashDim), f))
+
+	// 0.32 sits under the observed 0.360 recall@1.
+	const floorRecall1 = 0.32
+	if rep.Recall1() < floorRecall1 {
+		t.Errorf("recall@1 %.3f below ratchet %.2f — note recall regressed", rep.Recall1(), floorRecall1)
+	}
+	// The dangerous direction, asserted tightly and separately: answering from
+	// the wrong note is worse than a gap. Observed 0 under the hash floor.
+	if rep.FalseRecall > 1 {
+		t.Errorf("%d false recalls, want <= 1:\n%s", rep.FalseRecall, rep.Failures())
+	}
+}
+
+// TestPersistentStoreScoresTheSame — the deployed store is sqlite-backed
+// (store.MemoryStore via st.VectorMemory()), not the in-memory fallback. Its
+// Search is a separate implementation of the same cosine scan, so it gets its
+// own run: a divergence here would mean recall quality depends on whether a
+// database was configured.
+func TestPersistentStoreScoresTheSame(t *testing.T) {
+	f, err := Load()
+	if err != nil {
+		t.Fatalf("Load: %v", err)
+	}
+	emb := router.NewHashEmbedder(hashDim)
+	inMem, err := Score(context.Background(), "recall+hash+memory", emb, InMemory, config.DefaultQueryMinScore, f)
+	if err != nil {
+		t.Fatalf("Score in-memory: %v", err)
+	}
+	persistent, err := Score(context.Background(), "recall+hash+sqlite", emb, sqliteStores(t), config.DefaultQueryMinScore, f)
+	if err != nil {
+		t.Fatalf("Score sqlite: %v", err)
+	}
+	t.Log("\n" + persistent.String())
+	if persistent.Rank1 != inMem.Rank1 || persistent.FalseRecall != inMem.FalseRecall {
+		t.Errorf("sqlite recall@1 %d/%d fr %d, in-memory %d/%d fr %d — the two backends disagree",
+			persistent.Rank1, persistent.Answerable, persistent.FalseRecall,
+			inMem.Rank1, inMem.Answerable, inMem.FalseRecall)
+	}
+}
+
+// sqliteStores returns a NewStore that hands each case its own plaintext
+// database file, so cases stay isolated the way they are with InMemory.
+func sqliteStores(t *testing.T) NewStore {
+	t.Helper()
+	dir := t.TempDir()
+	n := 0
+	return func() (memory.Store, func(), error) {
+		n++
+		st, err := store.Open(context.Background(), filepath.Join(dir, fmt.Sprintf("recall-%d.db", n)))
+		if err != nil {
+			return nil, nil, err
+		}
+		return st.VectorMemory(), func() { _ = st.Close() }, nil
+	}
+}
+
+// TestONNXRecall — the number that matters: the multilingual embedder homesrv
+// actually runs. Opt-in via MAVEN_ONNX_LIB because deps/ is gitignored, exactly
+// like TestONNXBaseline in internal/router/eval. `make eval-recall` points it at
+// the vendored runtime.
+//
+// Reports rather than asserts. The gate sweep is the point: it prints
+// answered-vs-false-recall at a range of query_min_score values, so the right
+// threshold is read off data instead of guessed.
+func TestONNXRecall(t *testing.T) {
+	lib := os.Getenv("MAVEN_ONNX_LIB")
+	if lib == "" {
+		t.Skip("MAVEN_ONNX_LIB unset — see AGENTS.md § Embedder model for intent routing")
+	}
+	model := filepath.Join("../../..", "models/embedder/model.onnx")
+	tok := filepath.Join("../../..", "models/embedder/tokenizer.json")
+	for _, p := range []string{lib, model, tok} {
+		if _, err := os.Stat(p); err != nil {
+			t.Skipf("missing %s: %v", p, err)
+		}
+	}
+	emb, err := router.NewONNXEmbedder(model, tok, lib)
+	if err != nil {
+		t.Skipf("onnx embedder unavailable: %v", err)
+	}
+	defer emb.Close()
+
+	f, err := Load()
+	if err != nil {
+		t.Fatalf("Load: %v", err)
+	}
+	rep, err := Score(context.Background(), "recall+onnx", emb, InMemory, config.DefaultQueryMinScore, f)
+	if err != nil {
+		t.Fatalf("Score: %v", err)
+	}
+	t.Log("\n" + rep.String() + rep.Failures())
+	// Cached for the sweep only: the headline run above must pay the real
+	// embedder cost so its latency numbers mean something.
+	t.Log("\ngate sweep:\n" + sweep(t, Cache(emb), f))
+}
+
+// sweep scores the fixture at a range of gates and renders one line each. Two
+// columns matter: how many real questions get answered, and how many made-up
+// ones get answered anyway. A gate is only defensible if some value keeps the
+// first high and the second at zero.
+func sweep(t *testing.T, emb router.Embedder, f Fixture) string {
+	t.Helper()
+	var b strings.Builder
+	for _, gate := range []float64{0.0, 0.30, 0.40, 0.50, 0.55, 0.60, 0.70, 0.80, 0.90} {
+		rep, err := Score(context.Background(), "sweep", emb, InMemory, gate, f)
+		if err != nil {
+			t.Fatalf("sweep at %.2f: %v", gate, err)
+		}
+		fmt.Fprintf(&b, "  gate %.2f: answered %d/%d (%.0f%%)  false recall %d/%d\n",
+			gate, rep.Rank1-rep.Gated, rep.Answerable, 100*rep.Answered(), rep.FalseRecall, rep.NoAnswer)
+	}
+	return b.String()
+}

internal/memory/recalleval/ru_recall_v1.json

@@ -0,0 +1,392 @@
+{
+  "schema_version": 1,
+  "name": "ru_recall_v1",
+  "notes": [
+    "Held-out note-recall fixture. Each case is a fresh semantic store: insert every note, embed the query, take the top 3 — the same read path cmd/mavend/voice.go runs for IntentQuery.",
+    "Queries paraphrase their note on purpose. A query that repeats the note's words measures string matching, not recall. TestFixtureIsParaphrased enforces a ceiling on word overlap.",
+    "want:\"\" means the query must recall NOTHING. Those cases measure false recall — the direction the spec calls out (a confident wrong fact is worse than a known gap).",
+    "The distractor tag marks cases where a second note is plausible and only one is right. The hard tag marks cases with little or no shared vocabulary.",
+    "Content is written for this operator: his preferences, his homelab, things he said once and would expect Maven to remember weeks later."
+  ],
+  "filler": [
+    {"id": "f1", "text": "в субботу ходил в баню", "kind": "note"},
+    {"id": "f2", "text": "купил новые кроссовки сорок третьего размера", "kind": "note"},
+    {"id": "f3", "text": "сериал закончился на третьем сезоне", "kind": "note"},
+    {"id": "f4", "text": "сосед сверху делает ремонт", "kind": "note"},
+    {"id": "f5", "text": "билеты в театр брал заранее", "kind": "note"},
+    {"id": "f6", "text": "выучил пару аккордов на гитаре", "kind": "note"},
+    {"id": "f7", "text": "записался к стоматологу", "kind": "note"},
+    {"id": "f8", "text": "поменял лампочку в коридоре", "kind": "note"},
+    {"id": "f9", "text": "погулял вдоль реки", "kind": "note"},
+    {"id": "f10", "text": "the balcony door sticks in winter", "kind": "note"},
+    {"id": "f11", "text": "the neighbour's dog barks at cyclists", "kind": "note"},
+    {"id": "f12", "text": "i finished the book about volcanoes", "kind": "note"}
+  ],
+  "cases": [
+    {
+      "id": "ru-pref-001",
+      "lang": "ru",
+      "tags": ["preference", "paraphrase"],
+      "query": "какой кофе мне наливать",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "я пью кофе без сахара", "kind": "note"},
+        {"id": "n2", "text": "по утрам бегаю в парке", "kind": "note"},
+        {"id": "n3", "text": "не люблю громкую музыку", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pref-002",
+      "lang": "ru",
+      "tags": ["preference", "homelab", "paraphrase", "hard"],
+      "query": "когда запускать резервное копирование",
+      "want": "n1",
+      "note": "The DESIGN.md preference-seam example, phrased as the operator would ask it later.",
+      "notes": [
+        {"id": "n1", "text": "бэкапы лучше делать ночью в три часа", "kind": "note"},
+        {"id": "n2", "text": "обновления ставлю по субботам", "kind": "note"},
+        {"id": "n3", "text": "логи храню месяц", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-003",
+      "lang": "ru",
+      "tags": ["homelab", "paraphrase"],
+      "query": "что помогло от мерцания монитора",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "мерцание экрана прошло после обновления драйвера amdgpu", "kind": "note"},
+        {"id": "n2", "text": "вентилятор шумит на полной нагрузке", "kind": "note"},
+        {"id": "n3", "text": "поставил новый ssd в ноутбук", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-004",
+      "lang": "ru",
+      "tags": ["homelab", "distractor", "hard"],
+      "query": "адрес домашнего сервера",
+      "want": "n2",
+      "note": "Two notes carry an IP. Only one is the server.",
+      "notes": [
+        {"id": "n1", "text": "роутер живёт на 192.168.1.1", "kind": "note"},
+        {"id": "n2", "text": "домашний сервер на 192.168.1.104", "kind": "note"},
+        {"id": "n3", "text": "принтер подключен по usb", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-005",
+      "lang": "ru",
+      "tags": ["homelab"],
+      "query": "где искать настройки nginx",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "конфиг nginx лежит в /etc/nginx/sites-enabled", "kind": "note"},
+        {"id": "n2", "text": "сертификаты обновляет certbot по расписанию", "kind": "note"},
+        {"id": "n3", "text": "порт 8080 занят вебкой", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pref-006",
+      "lang": "ru",
+      "tags": ["preference", "distractor", "hard"],
+      "query": "что мне нельзя есть",
+      "want": "n1",
+      "note": "The Friday-meat note is a plausible second answer but it is a habit, not a restriction.",
+      "notes": [
+        {"id": "n1", "text": "у меня аллергия на орехи", "kind": "note"},
+        {"id": "n2", "text": "не ем мясо по пятницам", "kind": "note"},
+        {"id": "n3", "text": "люблю острую еду", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pers-007",
+      "lang": "ru",
+      "tags": ["distractor", "paraphrase"],
+      "query": "когда мамин праздник",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "день рождения мамы четырнадцатого марта", "kind": "note"},
+        {"id": "n2", "text": "у брата день рождения в июле", "kind": "note"},
+        {"id": "n3", "text": "годовщина в сентябре", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-008",
+      "lang": "ru",
+      "tags": ["homelab", "hard", "paraphrase"],
+      "query": "чем ускоряется языковая модель",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "модель крутится на встройке через vulkan", "kind": "note"},
+        {"id": "n2", "text": "whisper работает на процессоре", "kind": "note"},
+        {"id": "n3", "text": "голос у piper русский", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pref-009",
+      "lang": "ru",
+      "tags": ["preference", "distractor"],
+      "query": "во сколько я обычно засыпаю",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "ложусь спать около часа ночи", "kind": "note"},
+        {"id": "n2", "text": "встаю в семь утра", "kind": "note"},
+        {"id": "n3", "text": "днём не сплю", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-010",
+      "lang": "ru",
+      "tags": ["homelab", "paraphrase"],
+      "query": "где у меня хранятся пароли",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "пароли держу в keepassxc", "kind": "note"},
+        {"id": "n2", "text": "двухфакторку сделал через totp", "kind": "note"},
+        {"id": "n3", "text": "ssh ключи лежат на юбикее", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-011",
+      "lang": "ru",
+      "tags": ["homelab", "hard", "paraphrase"],
+      "query": "из-за чего кончилось место",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "диск забился логами докера в июне", "kind": "note"},
+        {"id": "n2", "text": "рейд собрал из двух дисков", "kind": "note"},
+        {"id": "n3", "text": "бэкап на внешний диск раз в неделю", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pref-012",
+      "lang": "ru",
+      "tags": ["preference", "distractor"],
+      "query": "какой чай мне нравится",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "чай пью только зелёный", "kind": "note"},
+        {"id": "n2", "text": "кофе пью без сахара", "kind": "note"},
+        {"id": "n3", "text": "воду пью из фильтра", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-silent-013",
+      "lang": "ru",
+      "tags": ["silent"],
+      "query": "какая погода будет в пятницу",
+      "want": "",
+      "notes": [
+        {"id": "n1", "text": "роутер живёт на 192.168.1.1", "kind": "note"},
+        {"id": "n2", "text": "бэкапы лучше делать ночью", "kind": "note"},
+        {"id": "n3", "text": "у меня аллергия на орехи", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-silent-014",
+      "lang": "ru",
+      "tags": ["silent"],
+      "query": "как зовут сестру моего коллеги",
+      "want": "",
+      "notes": [
+        {"id": "n1", "text": "конфиг nginx лежит в /etc/nginx/sites-enabled", "kind": "note"},
+        {"id": "n2", "text": "порт 8080 занят вебкой", "kind": "note"},
+        {"id": "n3", "text": "сертификаты обновляет certbot", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-silent-015",
+      "lang": "ru",
+      "tags": ["silent"],
+      "query": "сколько я заплатил за машину",
+      "want": "",
+      "notes": [
+        {"id": "n1", "text": "чай пью только зелёный", "kind": "note"},
+        {"id": "n2", "text": "ложусь спать около часа ночи", "kind": "note"},
+        {"id": "n3", "text": "не люблю громкую музыку", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-016",
+      "lang": "ru",
+      "tags": ["homelab", "paraphrase"],
+      "query": "откуда берётся токен бота",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "токен телеграма лежит в deploy/telegram.env", "kind": "note"},
+        {"id": "n2", "text": "вебхуки не использую, только long-poll", "kind": "note"},
+        {"id": "n3", "text": "уведомления приходят в личку", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-hard-017",
+      "lang": "ru",
+      "tags": ["hard", "paraphrase", "homelab"],
+      "query": "как я восстановил конфиги",
+      "want": "n1",
+      "note": "No shared word between query and note beyond none at all. This is the case a lexical embedder cannot win.",
+      "notes": [
+        {"id": "n1", "text": "после переустановки системы вернул все настройки из git", "kind": "note"},
+        {"id": "n2", "text": "разделы на диске резал вручную", "kind": "note"},
+        {"id": "n3", "text": "загрузчик поставил заново", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-dist-018",
+      "lang": "ru",
+      "tags": ["distractor"],
+      "query": "чем кормить кота",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "кот ест только сухой корм", "kind": "note"},
+        {"id": "n2", "text": "собаке даю мясо", "kind": "note"},
+        {"id": "n3", "text": "рыбок кормлю раз в день", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-019",
+      "lang": "ru",
+      "tags": ["homelab", "hard", "paraphrase"],
+      "query": "как контейнер получает доступ к видеокарте",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "docker compose пробрасывает /dev/dri внутрь", "kind": "note"},
+        {"id": "n2", "text": "контейнеры рестартуют сами", "kind": "note"},
+        {"id": "n3", "text": "образы чищу вручную", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-pref-020",
+      "lang": "ru",
+      "tags": ["preference", "distractor"],
+      "query": "когда мне нельзя звонить",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "не звони мне после десяти вечера", "kind": "note"},
+        {"id": "n2", "text": "утром не трогай меня до кофе", "kind": "note"},
+        {"id": "n3", "text": "по выходным не работаю", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-pref-021",
+      "lang": "en",
+      "tags": ["preference", "paraphrase"],
+      "query": "which colour scheme do i like",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "i prefer dark theme everywhere", "kind": "note"},
+        {"id": "n2", "text": "font size 14 is fine", "kind": "note"},
+        {"id": "n3", "text": "i use vim keybindings", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-home-022",
+      "lang": "en",
+      "tags": ["homelab", "distractor"],
+      "query": "where is the big disk mounted",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "the nas drive is mounted at /mnt/hdd1", "kind": "note"},
+        {"id": "n2", "text": "models live on the ssd", "kind": "note"},
+        {"id": "n3", "text": "backups go to the nas nightly", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-silent-023",
+      "lang": "en",
+      "tags": ["silent"],
+      "query": "what is my bank account number",
+      "want": "",
+      "notes": [
+        {"id": "n1", "text": "the nas drive is mounted at /mnt/hdd1", "kind": "note"},
+        {"id": "n2", "text": "i prefer dark theme everywhere", "kind": "note"},
+        {"id": "n3", "text": "the router runs openwrt", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-hard-024",
+      "lang": "en",
+      "tags": ["hard", "paraphrase"],
+      "query": "what fixed the screen problem",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "the flicker went away once i swapped the display cable", "kind": "note"},
+        {"id": "n2", "text": "the laptop fan is loud", "kind": "note"},
+        {"id": "n3", "text": "the second monitor is 1440p", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-pref-025",
+      "lang": "en",
+      "tags": ["preference", "hard"],
+      "query": "should i be offered wine",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "i do not drink alcohol", "kind": "note"},
+        {"id": "n2", "text": "i skip breakfast", "kind": "note"},
+        {"id": "n3", "text": "i like spicy food", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-home-026",
+      "lang": "ru",
+      "tags": ["homelab", "paraphrase"],
+      "query": "какая модель распознавания речи мне подходит",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "whisper модель small хватает для русского", "kind": "note"},
+        {"id": "n2", "text": "голос ирина звучит лучше остальных", "kind": "note"},
+        {"id": "n3", "text": "слово активации маven", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-fact-027",
+      "lang": "ru",
+      "tags": ["distractor", "hard", "paraphrase"],
+      "query": "когда я последний раз обслуживал машину",
+      "want": "n1",
+      "note": "A fact, not a note — both share the vector index, so a fact can win a recall.",
+      "notes": [
+        {"id": "n1", "text": "последний раз менял масло в мае", "kind": "fact"},
+        {"id": "n2", "text": "шины поменял осенью", "kind": "fact"},
+        {"id": "n3", "text": "страховка до декабря", "kind": "fact"}
+      ]
+    },
+    {
+      "id": "ru-pref-028",
+      "lang": "ru",
+      "tags": ["preference", "hard", "paraphrase"],
+      "query": "как мне присылать оповещения",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "терпеть не могу уведомления со звуком", "kind": "note"},
+        {"id": "n2", "text": "вибрацию оставь включённой", "kind": "note"},
+        {"id": "n3", "text": "письма читаю вечером", "kind": "note"}
+      ]
+    },
+    {
+      "id": "ru-silent-029",
+      "lang": "ru",
+      "tags": ["silent"],
+      "query": "во сколько отходит поезд",
+      "want": "",
+      "notes": [
+        {"id": "n1", "text": "кот ест только сухой корм", "kind": "note"},
+        {"id": "n2", "text": "люблю острую еду", "kind": "note"},
+        {"id": "n3", "text": "пароли держу в keepassxc", "kind": "note"}
+      ]
+    },
+    {
+      "id": "en-home-030",
+      "lang": "en",
+      "tags": ["homelab", "paraphrase"],
+      "query": "what firmware is on the router",
+      "want": "n1",
+      "notes": [
+        {"id": "n1", "text": "the router runs openwrt", "kind": "note"},
+        {"id": "n2", "text": "wifi channel is 6", "kind": "note"},
+        {"id": "n3", "text": "the guest network is off", "kind": "note"}
+      ]
+    }
+  ]
+}